{"id":"W4294007277","doi":"10.1002/ueg2.12289","title":"Worldwide prevalence and burden of gastroparesis‐like symptoms as defined by the United European Gastroenterology (UEG) and European Society for Neurogastroenterology and Motility (ESNM) consensus on gastroparesis","year":2022,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Ironwood Pharmaceuticals, Incorporated; Takeda Pharmaceutical Company; Allergan; Shire","keywords":"Gastroparesis; Medicine; Vomiting; Nausea; Internal medicine; Gastric emptying; Cyclic vomiting syndrome; Irritable bowel syndrome; Epidemiology; Population; Anxiety; Quality of life (healthcare); Gastroenterology; Psychiatry; Stomach","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00322496,0.0007765903,0.0007918258,0.0007237516,0.001309841,0.0001261843,0.000602579,0.00005566965,0.00008931464],"category_scores_gemma":[0.0006824541,0.0006736966,0.0003961865,0.000294138,0.002534939,0.00009198171,0.001104822,0.00196774,0.000005562842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009468479,"about_ca_system_score_gemma":0.00005348392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005057662,"about_ca_topic_score_gemma":0.00001394286,"domain_scores_codex":[0.9892219,0.00635478,0.001364001,0.001111283,0.0005131206,0.001434876],"domain_scores_gemma":[0.9964863,0.0006286188,0.0009905053,0.0007358845,0.0003840644,0.0007746042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01489889,0.0007950201,0.9671272,0.0002495182,0.0006930697,0.0006381171,0.001129114,0.000976363,0.00466248,0.00004151553,0.008050175,0.0007385058],"study_design_scores_gemma":[0.01404268,0.02976202,0.9157501,0.000230132,0.0009914179,0.032453,0.001882578,0.00168365,0.00001736248,0.00004588123,0.002930229,0.0002109198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884509,0.0002388646,0.001372984,0.008130261,0.0002258945,0.0008539573,0.0003839455,0.0001059746,0.000237193],"genre_scores_gemma":[0.9879491,0.000179484,0.001682644,0.00945799,0.0001598819,0.00001882703,0.0001883841,0.0001607523,0.0002029101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0513771,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386945882417897,"score_gpt":0.2306203477277342,"score_spread":0.2167508889035553,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}